Litcius/Paper detail

Seeing Colours: Addressing Colour Vision Deficiency with Vision Augmentations using Computational Glasses

Jonathan Sutton, Tobias Langlotz, Alexander Plopski

2022ACM Transactions on Computer-Human Interaction23 citationsDOI

Abstract

Colour vision deficiency is a common visual impairment that cannot be compensated for using optical lenses in traditional glasses, and currently remains untreatable. In our work, we report on research on Computational Glasses for compensating colour vision deficiency. While existing research only showed corrected images within the periphery or as an indirect aid, Computational Glasses build on modified standard optical see-through head-mounted displays and directly modulate the user’s vision, consequently adapting their perception of colours. In this work, we present an exhaustive literature review of colour vision deficiency compensation and subsequent findings; several prototypes with varying advantages—from well-controlled bench prototypes to less controlled but higher application portable prototypes; and a series of studies evaluating our approach starting with proving its efficacy, comparing to the state-of-the-art, and extending beyond static lab prototypes looking at real world applicability. Finally, we evaluated directions for future compensation methods for computational glasses.

Topics & Concepts

Compensation (psychology)Computer scienceComputer visionArtificial intelligencePerceptionComputational modelMachine visionOptometryPsychologyMedicineNeurosciencePsychoanalysisTactile and Sensory InteractionsVisual perception and processing mechanismsOphthalmology and Visual Impairment Studies
Seeing Colours: Addressing Colour Vision Deficiency with Vision Augmentations using Computational Glasses | Litcius